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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
autoencoder
biblio
Unsupervised Anomaly Detection in RS-485 Traffic using Autoencoders with Unobtrusive Measurement
Submitted by grigby1 on Fri, 08/18/2023 - 4:14pm
Time series analysis
univariate time series
rs-485
multilayer perceptrons
Resiliency
ICS Anomaly Detection
Time measurement
autoencoder
Physical layer
Anomaly Detection
industrial control system
integrated circuits
industrial control
Protocols
Scalability
security
resilience
pubcrawl
biblio
Detection of Advanced Persistent Threats using Artificial Intelligence for Deep Packet Inspection
Submitted by grigby1 on Mon, 04/25/2022 - 3:23pm
IDS
zero days
telecommunication traffic
Support vector machines
security
Scalability
Resiliency
resilience
Recurrent neural networks
pubcrawl
Payload
Inspection
threat vectors
feature extraction
deep packet inspection
Data models
Cybersecurity
cyber
Big Data
autoencoder
APT
Anomaly Detection
AI
biblio
AE-DCNN: Autoencoder Enhanced Deep Convolutional Neural Network For Malware Classification
Submitted by aekwall on Mon, 02/07/2022 - 5:04pm
Resiliency
Pattern recognition
Image coding
deep convolutional neural network
autoencoder
malware classification
Predictive Metrics
malware
Human behavior
reverse engineering
pubcrawl
Training
deep learning
privacy
information security
Transforms
security
biblio
Training Strategies for Autoencoder-based Detection of False Data Injection Attacks
Submitted by grigby1 on Wed, 06/30/2021 - 3:21pm
Load flow
tuning
Training
Smart Grids
security
Robustness
Resiliency
resilience
pubcrawl
Neural networks
Anomaly Detection
hyperparameter tuning
Human Factors
Human behavior
false data injection attack
False Data Detection
cyber physical systems
composability
autoencoder
biblio
Detection of False Data Injection Attacks Using the Autoencoder Approach
Submitted by grigby1 on Wed, 06/30/2021 - 3:21pm
Noise measurement
unbalanced training data
Transmission line measurements
Training data
Training
Resiliency
resilience
pubcrawl
power systems
Power measurement
Anomaly Detection
machine learning
Human Factors
Human behavior
false data injection attack
False Data Detection
Detectors
cyber physical systems
composability
autoencoder
biblio
Poisoning Attack on Show and Tell Model and Defense Using Autoencoder in Electric Factory
Submitted by aekwall on Thu, 06/24/2021 - 11:49am
Training data
AI Poisoning
Toxicology
show and tell model
poisoning attack
defense
autoencoder
AI
Dogs
Scalability
image recognition
image restoration
Neural networks
pubcrawl
Human behavior
Resiliency
Data models
biblio
Interpreting a Black-Box Model used for SCADA Attack detection in Gas Pipelines Control System
Submitted by grigby1 on Wed, 05/05/2021 - 12:32pm
Prediction algorithms
SCADA Systems Security
LRP
LIME
Interpretable Machine Learning
autoencoder
SCADA System Security
explainable AI
Pipelines
SCADA
Compositionality
Predictive models
SCADA systems
Industries
Resiliency
resilience
Human Factors
Human behavior
pubcrawl
machine learning algorithms
machine learning
biblio
Anomaly Detection with Autoencoder and Random Forest
Submitted by grigby1 on Tue, 03/30/2021 - 11:51am
Anomaly Detection
autoencoder
Computational modeling
Credit cards
deep learning
feature extraction
ICS Anomaly Detection
pubcrawl
Radio frequency
Random Forest
random forests
resilience
Resiliency
Scalability
tuning
biblio
Neural Network Wiretap Code Design for Multi-Mode Fiber Optical Channels
Submitted by aekwall on Mon, 03/15/2021 - 11:55am
optical receivers
wiretap code
polar wiretap codes
Pareto improvement
neural network wiretap code design
mutual information leakage
multimode fiber wiretap channel
multimode fiber optical channel
multi-mode fiber
industrial machine type communication
finite blocklength
finite block length
fading channel
AWGN channel
Pareto optimisation
autoencoder
telecommunication security
telecommunication network reliability
secure code
polar codes
AWGN channels
physical layer security
eavesdropper
telecommunication computing
optical fibre networks
channel coding
neural nets
Metrics
composability
pubcrawl
Resiliency
biblio
Binarized Attributed Network Embedding via Neural Networks
Submitted by grigby1 on Tue, 02/23/2021 - 2:36pm
Hamming space
Knowledge engineering
autoencoder
attribute similarity penalizing term
Attributed Network
binary code learning
data reduction
dimension reduction
feature aggregation
network coding
learned binary representation vectors
network embedding
node classification
node clustering
relaxation-quantization method
unsupervised neural based binarized attributed network embedding
Weisfeiler-Lehman Proximity Matirx
Weisfeiler-Lehman proximity matrix
composability
feature extraction
Neural networks
pubcrawl
Metrics
resilience
Resiliency
matrix algebra
optimization
learning (artificial intelligence)
Data mining
pattern classification
neural nets
Task Analysis
network theory (graphs)
pattern clustering
Binary codes
neural network training
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